Pith Number

pith:3IIADS23

pith:2025:3IIADS23EN5C5KA3JZ5KZ32P2V

not attested not anchored not stored refs pending

ALWNN Empowered Automatic Modulation Classification: Conquering Complexity and Scarce Sample Conditions

Chuang Gao, Danyang Wang, Nan Cheng, Wenchao Xu, Yunhao Quan, Zhijie Zhang, Zhisheng Yin

arxiv:2503.18375 v1 · 2025-03-24 · cs.LG · eess.SP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3IIADS23EN5C5KA3JZ5KZ32P2V}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T10:38:09.159224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da1001cb5b237a2ea81b4e7aacef4fd56f99e91d92e03e246ea4afccaadb7ccd

Aliases

arxiv: 2503.18375 · arxiv_version: 2503.18375v1 · doi: 10.48550/arxiv.2503.18375 · pith_short_12: 3IIADS23EN5C · pith_short_16: 3IIADS23EN5C5KA3 · pith_short_8: 3IIADS23

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/3IIADS23EN5C5KA3JZ5KZ32P2V \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: da1001cb5b237a2ea81b4e7aacef4fd56f99e91d92e03e246ea4afccaadb7ccd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db65aa6f0aad55b26d878e0cea63fe13f3d6f5179ae9e13a73398597a606673b",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-24T06:14:33Z",
    "title_canon_sha256": "56b091e41b730e22942ea1c3a0177d91c9d7c3bfa72e1f011923bb3f48c4f321"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.18375",
    "kind": "arxiv",
    "version": 1
  }
}